106 104
107 105
108 106
109 107
110 108
111 109
112 110
113 111
114 112
115 113
116 114
117 115
118 116
119 117
120 118
121 119
122 121
123 122
124 123
125 124
126 125
127 126
128 127
129 128
130 129
131 130
132 131
133 132
134 133
135 134
136 135
137 136
138 137
139 138
140 139
141 140
142 141
143 142
144 143
145 144
146 145
147 146
148 147
149 148
150 149
151 150
152 151
153 152
154 153
155 154
156 155
157 156
158 157
159 158
160 159
161 160
162 161
163 162
164 163
165 164
166 165
167 166
168 167
169 168
170 169
171 170
172 171
173 172
174 173
175 174
176 175
177 176
178 177
179 179
180 180
181 181
182 182
183 183
184 184
185 185
186 186
187 187
188 188
189 189
190 190
191 191
192 192
193 193
194 195
195 196
196 197
197 198
198 199
199 200
200 201
201 202
202 203
203 204
204 205
205 206
206 207
207 208
208 209
209 210
210 211
211 212
212 213
213 215
214 216
215 217
216 218
217 219
218 220
219 221
220 222
221 223
222 224
223 225
224 226
225 227
226 228
227 229
228 230
229 231
230 232
231 233
232 235
233 236
234 237
235 238
236 239
237 240
238 241
239 242
240 243
241 244
242 245
243 246
244 247
245 248
246 249
247 250
248 251
249 252
250 253
251 254
252 255
253 256
254 257
255 258
256 259
257 260
258 261
259 262
260 263
261 264
262 265
263 266
264 267
265 268
266 269
267 270
268 271
269 272
270 273
271 274
272 275
273 276
274 277
275 278
276 279
277 280
278 281
279 282
280 283
281 284
282 285
283 286
284 287
285 288
286 289
287 290
288 291
289 292
290 293
291 294
292 295
293 297
294 298
295 299
296 300
297 301
298 302
299 303
300 304
301 305
302 306
303 307
304 308
305 309
306 310
307 311
308 312
309 313
310 314
311 315
312 316
313 317
314 318
315 319
316 320
317 321
318 322
319 323
320 325
321 326
322 327
323 328
324 329
325 330
326 331
327 332
328 333
329 334
330 335
331 336
332 337
333 338
334 339
335 340
336 341
337 342
338 343
339 344
340 345
341 346
342 347
343 348
344 349
345 350
346 351
347 352
348 353
349 354
350 355
351 356
352 357
353 358
354 359
355 361
356 362
357 363
358 364
359 365
360 366
361 367
362 368
363 369
364 370
365 371
366 372
367 373
368 374
369 375
370 376
371 377
372 378
373 379
374 380
375 381
376 382
377 383
378 384
379 385
380 386
381 387
382 388
383 389
384 390
385 391
386 393
387 394
388 395
389 396
390 397
391 398
392 399
393 400
394 401
395 402
396 403
397 404
398 405
399 406
400 407
401 409
402 410
403 411
404 412
405 413
406 414
407 415
Scrivener Publishing
100 Cummings Center, Suite 541J
Beverly MA, 01915-6106
Machine Learning in Biomedical Science and Healthcare Informatics
Series Editors: Vishal Jain and Jyotir Moy Chatterjee
In this series, the focus centres on the various applications of machine learning in the biomedical engineering and healthcare fields, with a special emphasis on the most representative learning techniques, namely deep learning-based approaches. Machine learning tasks typically classified into two broad categories depending on whether there is a learning “label” or “feedback” available to a learning system: supervised learning and unsupervised learning. This series also introduces various types of machine learning tasks in the biomedical engineering field from classification (supervised learning) to clustering (unsupervised learning). The objective of the series is to compile all aspects of biomedical science and healthcare informatics, from fundamental principles to current advanced concepts.
Submission to the series: Please send book proposals to drvishaljain83@gmail.comand/or jyotirchatterjee@gmail.com
Publishers at Scrivener
Martin Scrivener ( martin@scrivenerpublishing.com)
Phillip Carmical ( pcarmical@scrivenerpublishing.com)
Computational Intelligence and Healthcare Informatics
Edited by
Om Prakash Jena
Alok Ranjan Tripathy
Ahmed A. Elngar
Zdzislaw Polkowski
This edition first published 2021 by John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030, USA and Scrivener Publishing LLC, 100 Cummings Center, Suite 541J, Beverly, MA 01915, USA
© 2021 Scrivener Publishing LLC
For more information about Scrivener publications please visit www.scrivenerpublishing.com.
All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, except as permitted by law. Advice on how to obtain permission to reuse material from this title is available at http://www.wiley.com/go/permissions.
Wiley Global Headquarters111 River Street, Hoboken, NJ 07030, USA
For details of our global editorial offices, customer services, and more information about Wiley products visit us at www.wiley.com.
Limit of Liability/Disclaimer of WarrantyWhile the publisher and authors have used their best efforts in preparing this work, they make no representations or warranties with respect to the accuracy or completeness of the contents of this work and specifically disclaim all warranties, including without limitation any implied warranties of merchant-ability or fitness for a particular purpose. No warranty may be created or extended by sales representatives, written sales materials, or promotional statements for this work. The fact that an organization, website, or product is referred to in this work as a citation and/or potential source of further information does not mean that the publisher and authors endorse the information or services the organization, website, or product may provide or recommendations it may make. This work is sold with the understanding that the publisher is not engaged in rendering professional services. The advice and strategies contained herein may not be suitable for your situation. You should consult with a specialist where appropriate. Neither the publisher nor authors shall be liable for any loss of profit or any other commercial damages, including but not limited to special, incidental, consequential, or other damages. Further, readers should be aware that websites listed in this work may have changed or disappeared between when this work was written and when it is read.
Читать дальше